Title :
Biometric authentication using circular segment around optical disc
Author :
Ahmed, M. Islamuddin ; Awal, M. Abdul ; Amin, M. Ashraful
Author_Institution :
Dept. of EECS, North South Univ., Dhaka, Bangladesh
Abstract :
In this paper we have proposed a method for biometric authentication using semi-circular segment around retinal fundus optical disc. It is noted that thickness and density of blood vessels are most prominent in close proximity regions around the optical disc since blood vessels enter retina through optical disc. The idea of using these spatial arrangements of blood vessels as feature provides us with uniqueness. Images in RGB and YCbCr color spaces are tested in two separate experiments. The first experiment (Exp-I) resulted in 84.2% accuracy using RGB and in the second experiment (Exp-II), 89.2% accuracy was achieved, in YCbCr color space. The average time taken is 10.25 seconds.
Keywords :
blood vessels; eye; feature extraction; image colour analysis; retinal recognition; RGB color space image; YCbCr color space; biometric authentication; blood vessel density; blood vessel spatial arrangement; blood vessel thickness; close proximity region; retinal fundus optical disc; semicircular segment; uniqueness; Accuracy; Biomedical optical imaging; Correlation; Image segmentation; Integrated optics; Optical filters; Optical imaging; biometric authentication; image processing; optical disc; retinal fundus image;
Conference_Titel :
Informatics, Electronics & Vision (ICIEV), 2012 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4673-1153-3
DOI :
10.1109/ICIEV.2012.6317387